{"id":"W1942288766","doi":"10.1027/1016-9040/a000212","title":"Risk Perception in Pregnancy","year":2015,"lang":"en","type":"article","venue":"European Psychologist","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Medical Research Council","keywords":"Pregnancy; Risk perception; Context (archaeology); Anxiety; Medicine; Vulnerability (computing); Fertility; Perception; Risk management; Psychology; Medical emergency; Psychiatry; Environmental health; Business; Population; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003915138,0.0002029366,0.0003305493,0.0008326295,0.001194674,0.001864314,0.0004024545,0.0007865042,0.003690029],"category_scores_gemma":[0.0240245,0.0001778694,0.0004133744,0.0005501361,0.00185584,0.001301556,0.00214205,0.002530831,0.000253388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368567,"about_ca_system_score_gemma":0.001155087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00602063,"about_ca_topic_score_gemma":0.003708674,"domain_scores_codex":[0.9955225,0.002684226,0.0002358664,0.0002244944,0.001048215,0.0002847774],"domain_scores_gemma":[0.9923447,0.003711575,0.001854823,0.000240249,0.0006741008,0.001174663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002532772,0.0003984141,0.5293038,0.0009190968,0.0002325458,0.001998595,0.1760274,0.000357998,0.00103261,0.02091518,0.01122819,0.2573329],"study_design_scores_gemma":[0.00003322275,0.0008212463,0.6974094,0.003046057,0.0001621593,0.01002818,0.171551,0.0009459247,0.0004300998,0.0231972,0.09213746,0.0002380761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446663,0.03785459,0.003533249,0.03837333,0.001054379,0.0001575871,0.00031701,0.00003672554,0.07400685],"genre_scores_gemma":[0.9900163,0.006952542,0.0005370062,0.001442035,0.0001238097,0.00002389655,0.00004690225,0.000004851953,0.0008526284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00602063,"threshold_uncertainty_score":0.02070546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118811908045402,"score_gpt":0.4048571783882803,"score_spread":0.2929759875837401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}